Transportation Analytics and Planning

TOD Research for Los Angeles
Analyzed demographic, socio-economic, and transit data using R to evaluate 10-year changes in Los Angeles Transit-Oriented Development (TOD) areas.
Provided policy recommendations to address emerging challenges and opportunities resulting from transit development.

Pedestrian and Cyclist Plan for City of Burlington
Developed a comprehensive Pedestrian and Cyclist Plan for Burlington City, New Jersey, aimed at creating safe, inclusive, and connected infrastructure. The plan addresses critical challenges, including highway-induced segregation, safety concerns, and gaps in connectivity and coverage, to promote equitable and accessible mobility for all residents.

Electric vehicle supply equipment (EVSE) Deployment Plan for City of Philadelphia
Developed a EVSE deployment plan for city of philadelphia, conducted GIS analysis of the urban element, including current demographics and land use data.

Space-Time Prediction of Bike Share Demand in NYC
Developed a predictive rebalancing strategy for bike-share systems to optimize bicycle and dock availability. Utilized fleet-based redistribution and predictive analytics to forecast demand patterns, ensuring equitable access, maximizing system efficiency, and enhancing user satisfaction.